Swarms
Python framework for orchestrating multiple LLM agents in sequential, concurrent, hierarchical and graph-based workflows.
Harness by Swarms
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Install
From the package registry. Read the repository before you give any tool access to your data.
pip install swarms
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About
Use cases: agent-orchestration
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Fact sheet
- Languages
- Python, Rustswarms.ai
- Packages
- swarms (pypi)README
- Multi-agent
- YesREADME
- Orchestration
- sequential, graph, otherREADME
- MCP support
- Built indocs.swarms.world
- Agent Skills support
- Built indocs.swarms.world
- Human in the loop
- YesREADME
- Deploys to
- dockerREADME
- Model providers
- openai, anthropic, groqREADME
- Maturity
- Stabledocs.swarms.world
Facts extracted by Claude Haiku 5.5 from the linked sources on Oct 24, 2026; reviewed Oct 24, 2026. Wrong fact? Tell us.
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Signals
- Stars
- 7,291
- Forks
- 1,051
- Open issues
- 167
- Weekly downloads
- 3,253
- Last commit
- Oct 24, 2026 (6 days ago)
- Last release
- Dec 27, 2024 (1 year ago)
- Last package publish
- Oct 3, 2026 (27 days ago)
From GitHub (fetched Oct 24, 2026) and the package registry.
Details
- Packages
- pypi
swarms - License
- Apache-2.0
- Repository
- github.com/kyegomez/swarms
- Website
- swarms.ai/
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
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Cite this page
Swarms. Agent Mart. https://agentmart.dev/harnesses/swarms (last updated 2026-10-24)